Wasserstein-based identification of metastable states in time series data via change point detection and segment clustering

David Gentile, Joshua Huang, James M. Murphy

Change point detection for time series analysis is a difficult and important problem in applied statistics, for which a variety of approaches have been developed in the past severa…